Using feature importance as an exploratory data analysis tool on Earth system models
2025
Ries, Daniel, Goode, Katherine, McClernon, Kellie, Hillman, Benjamin
Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 10) , PARTICULATE MATTER (PM 1.0)
MERRA-2 instM_3d_asm_Np: 3d,Monthly mean,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2IMNPASM) MERRA-2 tavgM_2d_rad_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXRAD) MERRA-2 tavgM_2d_aer_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXAER)
Using machine learning to generate a GISS ModelE calibrated physics ensemble (CPE)
2025
Elsaesser, Gregory S., van LierWalqui, Marcus, Yang, Qingyuan, Kelley, Maxwell, Ackerman, Andrew S., Fridlind, Ann M., Cesana, Gregory V., Schmidt, Gavin A., Wu, Jingbo, Behrangi, Ali, Camargo, Suzana J., De, Bithi, Inoue, Kuniaki, LeitmannNiimi, Nicolas M., Strong, Jeffrey D. O.
Cloud Liquid Water/Ice, Atmospheric Water Vapor, Precipitation , Water Vapor Profiles, Convective Surface Precipitation Rate, Cloud Precipitable Water, Precipitation Rate , Rain , Atmospheric Heating
Unveiling hidden dynamics: fine-scale mapping of groundwater-dependent ecosystems using multi-source Earth observations
2025
Liang, Yu, Cao, Chunyan, Zhu, Xiaoyu, Gao, Sicong, Zhang, Yongqiang, Ma, Xuanlong
Precipitation , Rain , Precipitation Amount, Precipitation Rate , Snow
Unveiling the escalating impact of human activities on groundwater
2025
Zhang, Xiao, Wu, Xiong, Mu, Wenping
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Ground Water
Understanding the Diversity of Shear-Relative Convective Patterns of Rapidly Intensifying Tropical Cyclones
2025
Huang, Zewen, Shi, Donglei, Rogers, Robert F., Chen, Guanghua, Gu, Xihui, Wang, Ziqing
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Variability of satellite-based tropospheric nitrogen dioxide column abundance in the last 20 years over ten Mexican metropolitan areas measured by the Ozone ...
2025
Cardenas, Claudia I. Rivera, Hernandez, Karina Gonzalez
Nitrogen Dioxide , Nitrogen Dioxide
Variability of the Diurnal Cycle of Precipitation in South America
2025
Ramirez-Nina, Ronald G., da Silva Dias, Maria Assuncao Faus, da Silva Dias, Pedro Leite
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Visitor Dynamics under Disturbance: Exploring the Interplay of Air Quality, Wildfires, and US National Park Visitation Patterns
2025
Yu, Hong-Wen, Liu, Wan-Yu
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Vertical structure observation from spaceborne lidar ICESat-2 in East China Sea
2025
Li, Xinye, Chen, Peng, Zhang, Zhenhua, Li, Yunzhou, Pan, Delu
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction
Vertically Varying Cloud Responses to Southern Hemisphere Jet Shifts and
2025
Liu, Xinhuiyu, Grise, Kevin M.
Atmospheric Radiation, Temperature Tendency, Cloud Fraction, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles
MERRA-2 tavgM_3d_rad_Np: 3d,Monthly mean,Time-Averaged,Pressure-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNPRAD) MERRA-2 instM_3d_asm_Np: 3d,Monthly mean,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2IMNPASM) MERRA-2 inst3_3d_asm_Np: 3d,3-Hourly,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NPASM)
Virtual Power Plant Scheduling in Agricultural Microgrids Through the Control of Distributed Energy Resources and Greenhouse Loads
2025
Fu, Xueqian, Long, Hai
Surface Temperature , Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds
We Need to Simulate More Northern ITCZs and Less Southern ITCZs Over the
2025
Gonzalez, Alex O., Fahrin, Fouzia, Magnusdottir, Gudrun, Kinsella, Alex, Ganguly, Indrani
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction
Wet and dry seasons modulate coastal coccolithophore dynamics off
2025
Adekunbi, Falilu O., Grelaud, Michael, Langer, Gerald, Chukwu, Lucian O., Alvarez, Marta, Odunuga, Shakirudeen, Schulz, Kai G., Ziveri, Patrizia
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Water vapour isotopes over West Africa as observed from space: which processes control tropospheric H2O HDO pair distributions?
2025
Diekmann, Christopher Johannes, Schneider, Matthias, Knippertz, Peter, Trent, Tim, Boesch, Hartmut, Roehling, Amelie Ninja, Worden, John, Ertl, Benjamin, Khosrawi, Farahnaz, Hase, Frank
Hydrogen-deuterium Oxide, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Total Surface Precipitation Rate
What Sets the Tropical Cold Point in GSRMs During Boreal Winter? Overshooting Convection Versus Cirrus Lofting
2025
Nugent, Jacqueline M., Bretherton, Christopher S., Blossey, Peter N.
Precipitation , Brightness Temperature
The thermal conductivity of vegetation ground covers in permafrost areas
2025
Ozeritskiy, Konstantin, Hayley, Jocelyn L
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
The Use of Atmospheric Reanalysis Data for the Estimation of Solar
2025
Herdies, Bruno Ribeiro, Vendrasco, Eder Paulo, Herdies, Dirceu Luis, de Oliveira, Celso Eduardo Lins, de Quadro, Mario Francisco Leal
Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone
The Hawaii Dust Regime: Patterns and Variability in Aerosol Mineral Dust
2025
Ohnemus, Daniel C., Kollman, Charlotte, Marsay, Christopher M., Ricci, Mariah, Buck, Clifton S.
Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 1.0) , PARTICULATE MATTER (PM 10)
Towards an understanding of uncertainties in the Lagrangian analysis of
2025
Perez-Alarcon, Albenis, Vazquez, Marta, Trigo, Ricardo M., Nieto, Raquel, Gimeno, Luis
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Towards instance-wise calibration: local amortized diagnostics and reshaping of conditional densities (LADaR)
2025
Dey, Biprateep, Zhao, David, Andrews, Brett H, Newman, Jeffrey A, Izbicki, Rafael, Lee, Ann B
Precipitation , Brightness Temperature
Towards Interpreting Machine-Learning Models for Multi-Step Ahead Daily
2025
Hao, Ruonan, Yan, Huaxiang
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Towards Near-Real-Time Estimation of Live Fuel Moisture Content from Sentinel-2 for Fire Management in Northern Thailand
2025
Chotamonsak, Chakrit, Lapyai, Duangnapha, Thanadolmethaphorn, Punnathorn
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Thermodynamical and Dynamical Background Characteristics and
2025
Huang, Yue, Cheng, Wei, Fu, Shenming, Sun, Jianhua, Liu, Juanjuan
Atmospheric Water Vapor, Precipitation , RADAR
Topological Structure Characteristics of Ecological Spatial Networks and Their Correlation with Sand Fixation Function
2025
Gu, Zijia, Han, Yongtai, Li, Qian, Zhang, Qibin, Yu, Qiang
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Carbon , Cation Exchange Capacity, Organic Matter
Total ozone content in southeastern South America: A statistical
2025
Laguarda, A., Osorio, M.
Atmospheric Ozone, Reflectance , Atmospheric Ozone, Reflectance , Aerosol Optical Depth/Thickness , Ultraviolet Radiation